MENU

Fun & Interesting

神經網路能自我進化? (科普)NEAT AI與機器學習玩遊戲,自駕車,炒股票

小哈片刻 3,313 lượt xem 3 years ago
Video Not Working? Fix It Now

Introducing the development of deep learning and machine learning, and popular science on how NEAT (evolutionary neural network) evolves AI.
Buy me a drink☕ https://www.buymeacoffee.com/haskasu
Fan page: https://www.facebook.com/haska.gamelet
Bullet 88: https://bullet88.gamelet.online

Examples of explanations: stock price forecasting machine, self-driving car, Netflix, Google News, Bullet-88

Further reading:
Backpropagation algorithm (simplified): https://www.cnblogs.com/charlotte77/p/5629865.html
Backpropagation algorithm (Traditional): https://datasciocean.tech/deep-learning-core-concept/backpropagation-explain/
Neural Network: https://www.investopedia.com/terms/n/neuralnetwork.asp
NEAT: https://towardsdatascience.com/neat-an-awesome-approach-to-neuroevolution-3eca5cc7930f

0:00 Bullet area 88(Trailer)
2:24 Artificial Intelligence
3:45 Machine Learning
5:21 Neural-like Networks
8:59 AI predicts the rise and fall of stocks
11:17 Unsupervised learning
12:20 Reinforcement learning (self-driving cars)
14:04 Q-learning
14:44 Gradient Policy
15:15 Actor-Critic
17:37 NEAT
23:09 Summary

[Channel] Only preaching, not programming https://youtube.com/playlist?list=PL1GxW0vJciBTdxe6FQDa9ae0GaJSq1lG_
[Channel] Program Mathematics, a moment of gathering https://youtube.com/playlist?list=PL1GxW0vJciBSiJJnJwAV1pN1npdhLFJuh
[Channel] Create an App from Scratch, Quietly https://youtube.com/playlist?list=PL1GxW0vJciBRHSAKUxyZ-2xwteeTmRxU2

#classnet
#genealgorithm
#reinforcementlearning
#GeneticAlgorithm
#ReinforcementLearning

Assets:
music: https://www.youtube.com/watch?v=pU_8B6yrZrQ
https://www.youtube.com/watch?v=hIoW-XjBhmA
https://www.youtube.com/watch?v=g4Se1r4Ue8c
https://www.youtube.com/watch?v=eotHNbg2I-g
https://www.youtube.com/watch?v=I-EIVlHvHRM&t=474s
https://www.youtube.com/watch?v=bMhpcMkiCu4
https://www.youtube.com/watch?v=_nLv_77yklo
https://www.youtube.com/watch?v=gG7uCskUOrA
https://www.youtube.com/watch?v=7luHqwlQECY
Battlestar Galactica(TV Series)
Jurrasic Park(Movie)
Wall-E(Movie)
Don't Look Up(Movie)
Mulan(Movie)
Short Circuit(Movie)
I,robot(Movie)
Ex Machina(Movie)
I Am Mother(Movie)
Su Qier Wu Zhuangyuan(Movie)
Nine Pins Sesame Official (Movie)
Academic year ビリのギャルが1 year deviation value を40 upper げて Keio University にActive pass した words (Movie)
Detroit: Become Human(Videogame)
エリア88(Videogame)

Comment